cuffdiff not performing tss, CDS-level transcription difference, splicing, promoter preference and relative CDS output tests
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6.3 years ago

Hi all, I'm using cufflinks to look at differential isoforms and splicing, but I've come across this problem that cuffdiff doesn't perform the differential splicing tests along with many other tests. The pipeline I use is:

STAR alignment (output XS attribute) -> cufflinks -> stringtie -> cuffquant -> cuffdiff. See some of the details below:

Since I have 41 RNA-seq libraries and I need to merge all "transcripts.gtf" and cuffmerge/cuffcompare is too slow for the task, I took it upon myself to use stringtie to merge all gtf files.

Then I used cuffquant to generate cxb files for each libraries as running cuffdiff directly takes forever, my code looks like this:

cuffquant -p 20 -o 1 stringtie_merged.gtf STAR.cufflinks/sample_1/Aligned.sortedByCoord.out.bam

Afterwards, I used cuffdiff to perform differential testing:

cuffdiff -p 20 -L cond1,cond2,control -o cuffdiff_pc stringtie_merged.gtf 1/abundances.cxb,2/abundances.cxb,3/abundances.cxb 4/abundances.cxb,5/abundances.cxb,6/abundances.cxb 7/abundances.cxb,8/abundances.cxb,9/abundances.cxb**

This is what I get:

[03:03:33] Calculating preliminary abundance estimates
[03:03:33] Testing for differential expression and regulation in locus.
 Processed 17291 loci.                        [*************************] 100%

Performed 346094 isoform-level transcription difference tests

Performed 0 tss-level transcription difference tests

Performed 96730 gene-level transcription difference tests

Performed 0 CDS-level transcription difference tests

Performed 0 splicing tests

Performed 0 promoter preference tests

Performing 0 relative CDS output tests

Writing isoform-level FPKM tracking

Writing TSS group-level FPKM tracking

Writing gene-level FPKM tracking

Writing CDS-level FPKM tracking

Writing isoform-level count tracking

Writing TSS group-level count tracking

Writing gene-level count tracking

Writing CDS-level count tracking

Writing isoform-level read group tracking

Writing TSS group-level read group tracking

Writing gene-level read group tracking

Writing CDS-level read group tracking

Writing read group info

Writing run info

/var/spool/torque/mom_priv/jobs/5102221.torque01.util.production.int.aci.ics.psu.edu.SC: line 15: 160872 Segmentation fault      (core dumped) cuffdiff -p 20 -L cond1,cond2,control -o cuffdiff_pc stringtie_merged.gtf 1/abundances.cxb,2/abundances.cxb,3/abundances.cxb 4/abundances.cxb,5/abundances.cxb,6/abundances.cxb 7/abundances.cxb,8/abundances.cxb,9/abundances.cxb

Notice that there's a core dumped error but I don't think this has anything to do with memory issue as I'm running the commands on a HPC.

Any ideas would be appreciated,

Thanks

Jin

RNA-Seq • 1.6k views
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